Query assurance verification for outsourced multi-dimensional databases

被引:20
作者
Cheng, Weiwei [1 ]
Tan, Kian-Lee [1 ]
机构
[1] Natl Univ Singapore, Dept Comp Sci, Law Link, Singapore 117590, Singapore
关键词
Data outsourcing; query assurance; (reverse) kNN query; complete; minimal; authentic;
D O I
10.3233/JCS-2009-0315
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In data outsourcing model, data owners engage third-party data servers (called publishers) to manage their data and process queries on their behalf. As these publishers may be untrusted or susceptible to attacks, it could produce incorrect query results to users. In this paper, we introduce an authentication scheme for outsourced multi-dimensional databases. With the proposed scheme, users can verify that their query answers from a publisher are complete (i.e., no qualifying tuples are omitted) and authentic (i.e., all the result values are legitimate). In addition, our scheme guarantees minimality (i.e., no non-answer points are returned in the plain). Our scheme supports window, range, kNN and RNN queries on multi-dimensional databases. We have implemented the proposed scheme, and our experimental results on kNN queries show that our approach is a practical scheme with low overhead.
引用
收藏
页码:101 / 126
页数:26
相关论文
共 29 条
[11]  
Li F., 2006, P 2006 ACM SIGMOD IN, P121, DOI DOI 10.1145/1142473.1142488
[12]  
Luo Q., 2002, P 2002 ACM SIGMOD IN, P600
[13]  
Margulius D., 2002, INFOWORLD, V24
[14]   A general model for authenticated data structures [J].
Martel, C ;
Nuckolls, G ;
Devanbu, P ;
Gertz, M ;
Kwong, A ;
Stubblebine, SG .
ALGORITHMICA, 2004, 39 (01) :21-41
[15]  
MERKLE R, 1989, LNCS, V435, P218
[16]  
Miklau G., 2003, P 2003 VLDB C, P898
[17]  
Mykletun E, 2004, P NETW DISTR SYST SE
[18]   KERBEROS - AN AUTHENTICATION SERVICE FOR COMPUTER-NETWORKS [J].
NEUMAN, BC ;
TSO, T .
IEEE COMMUNICATIONS MAGAZINE, 1994, 32 (09) :33-38
[19]  
Pang H., 2005, P ACM SIGMOD INT C M, P407, DOI DOI 10.1145/1066157.1066204
[20]  
Pang H., 2007, ACM T INFOR IN PRESS